Model predictive control for load balancing
Pham Tran Anh Quang, Youcef Magnouche, Jérémie Leguay, Xu Gong, Feng Zeng · 2020
To improve bandwidth utilization, flow aggregates are typically split over multiple paths. This demonstration shows that load balancing can be enhanced by exploiting traffic predictions. We present a Model Predictive Control (MPC) based load balancing framework that optimizes the maximum link utilization to proactively mitigate congestion.